Association for Computing Machinery (ACM) Courses

Narratives and Counternarratives on Data Sharing in Africa

Explore narratives and counternarratives on data sharing in Africa, examining challenges, power dynamics, trust issues, and open data implications for the continent's digital landscape.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

Avoiding Disparity Amplification under Different Worldviews

Explore strategies to prevent amplification of disparities in machine learning systems while considering diverse worldviews, with a focus on fairness and utility in decision-making processes.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

The Sanction of Authority - Promoting Public Trust in AI

Explore strategies for building public trust in AI through institutional authority, documentation practices, and ethical considerations in this insightful conference presentation.

• YouTube
• 19 minutes
• On-Demand
• Conference Talk

Standardized Tests and Affirmative Action - The Role of Bias and Variance

Explore the impact of bias and variance in standardized tests on affirmative action policies, examining their role in shaping educational opportunities and social equity.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

Mitigating Bias in Set Selection with Noisy Protected Attributes

Explore techniques for fair subset selection in machine learning when protected attributes are noisy or missing, addressing bias mitigation challenges in real-world applications.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

Data Leverage: A Framework for Empowering the Public in its Relationship with Technology Companies

Explore a framework for empowering the public's relationship with tech companies through data leverage, examining concepts like data levers, laundering, and conscious contribution.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

Leveraging Administrative Data for Bias Audits - Assessing Disparate Coverage with Mobility Data for COVID-19 Policy

Explore how administrative data can be used to audit bias in mobility data for COVID-19 policies, addressing disparate coverage and its implications for decision-making.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

Better Together? How Externalities of Size Complicate Notions of Solidarity and Actuarial Fairness

Explore how group size affects solidarity and actuarial fairness in insurance, challenging traditional notions and revealing complex implications for policy and social justice.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

Can You Fake It Until You Make It? - Impacts of Differentially Private Synthetic Data on Downstream Classification Fairness

Explore the effects of differentially private synthetic data on classification fairness, examining its potential and limitations in machine learning applications.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

Towards Fair Deep Anomaly Detection

Explore fair deep anomaly detection techniques, addressing bias in machine learning algorithms through adversarial learning and minimizing adversarial loss, with experimental results and practical applications.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Algorithmic Governance of the Public Sphere - Keynote Panel

Exploring the impact of algorithmic curation on online speech and political discourse, with experts discussing regulatory and technological solutions for effective public sphere governance.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Towards Values-Based NLP

Explore the future of NLP with Pascale Fung as she discusses the importance of integrating ethical values and human-centric approaches in developing advanced language technologies.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk

The Future of News on Social Platforms

Explore algorithmic amplification's impact on news ranking, misinformation, and fact-checking. Learn about South Korea's COVID-19 misinformation response and the Facts Before Rumors campaign.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Conference Talk

The Rise of Hypersocial Artificial Intelligence

Explore the emergence of hypersocial AI and its implications for global security and peace with insights from a former California Supreme Court justice and international policy expert.

• YouTube
• 1 hour
• On-Demand
• Conference Talk

It's Not the Data - Weak Tie Algorithmic Sociality and Digital Culture

Explore digital culture, algorithmic sociality, and the impact of networked technologies on Black everyday lives with André Brock's insightful analysis of Western technoculture and Black cybercultures.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Conference Talk